Cross domain adaptation by learning partially shared classifiers and weighting source data points in the shared subspaces.
Hongqi WangAnfeng XuShanshan WangSunny ChughtaiPublished in: Neural Comput. Appl. (2018)
Keyphrases
- cross domain
- data points
- learning process
- source and target domains
- knowledge transfer
- domain adaptation
- cross domain learning
- information retrieval
- learning algorithm
- decision trees
- transfer learning
- supervised learning
- cross domain text classification
- data sets
- multiple sources
- learning tasks
- data distribution
- high dimensional data
- text classification
- active learning
- reinforcement learning
- case study
- information systems